{"id":"W2329261993","doi":"10.5665/sleep.3198","title":"MCH Neurons: Vigilant Workers in the Night","year":2013,"lang":"en","type":"letter","venue":"SLEEP","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Sleep (system call); Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004694324,0.0006073131,0.000446702,0.0002610076,0.001536905,0.001154582,0.0008496831,0.01565493,0.00222479],"category_scores_gemma":[0.002655457,0.0002303841,0.0006390258,0.0001537995,0.001598974,0.001110359,0.0008204232,0.01122099,0.001378084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210017,"about_ca_system_score_gemma":0.0005163675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725222,"about_ca_topic_score_gemma":0.004347601,"domain_scores_codex":[0.9997442,0.0000328686,0.00002108123,0.00007710673,0.00006241055,0.00006223687],"domain_scores_gemma":[0.999553,0.0001538068,0.00005705392,0.00003334788,0.0000862155,0.0001165112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004912426,0.00006621727,0.003355797,0.0001509079,0.00004997431,0.03773062,0.0004931291,0.00007756629,0.00750072,0.00811821,0.8945384,0.04742728],"study_design_scores_gemma":[0.000540534,0.0004716503,0.0167233,0.0005269068,0.0001048816,0.04951168,0.001668285,0.0008144533,0.005381573,0.03020112,0.8939074,0.0001481699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01140464,0.007594384,0.0005828728,0.9274019,0.04456003,0.00003278902,0.0001444435,0.0001819548,0.008097023],"genre_scores_gemma":[0.1167509,0.007133375,0.000865283,0.6985268,0.1492628,0.00007629053,0.0001560579,0.00004174543,0.02718688],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01565493,"threshold_uncertainty_score":0.01523787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642502635022261,"score_gpt":0.288660167609237,"score_spread":0.2322351412590143,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}